Ignorance-aware safety and reliability analysis: a heuristic approach

Mohammad Yazdi*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

25 Citations (Scopus)

Abstract

In the current study, we aim to solve a group decision-making problem on the basis of expert judgment with consideration of both global and local ignorance in system safety assessment. When data are acquired from various sources, especially subjective ones, the estimation of the data's precise value is challenging. In such a case, the basic belief assignment (bba) function is utilized to cope with the decision-making procedure on the basis of Dempster-Shafer theory (DST). DST, as an effective tool for manipulating inaccurate values, stills is not adequate to obtain the optimum values under the consideration of global and local subjective ignorance. To address the aforementioned subjects in this study, an innovative heuristic approach using a multiobjective programming model is introduced to derive the optimal values (bba) in the system safety assessment. An illustrative example is provided in detail to show the applicability and feasibility of the introduced heuristic approach.

Original languageEnglish
Pages (from-to)652-674
Number of pages23
JournalQuality and Reliability Engineering International
Volume36
Issue number2
DOIs
Publication statusPublished - Mar 2020
Externally publishedYes

Keywords

  • decision making
  • optimization
  • risk assessment
  • structural safety
  • subjectivity

Fingerprint

Dive into the research topics of 'Ignorance-aware safety and reliability analysis: a heuristic approach'. Together they form a unique fingerprint.

Cite this